Browsing by Contributor "Vilaplana Besler, Verónica"
Now showing items 1-20 of 85
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3D Bounding box detection from monocular images
(Universitat Politècnica de Catalunya, 2019-05-08)
Master thesis
Open AccessObject detection is particularly important in robotic applications that require interaction with the environment. Although 2D object detection methods obtain accurate results, these are not enough to provide a complete ... -
A combination of monocular depth estimation and depth completion for an enhanced RGB-D sensing
(Universitat Politècnica de Catalunya, 2024-09-13)
Master thesis
Open AccessDepth perception is the capability of a system to estimate the distance of objects in a 3D scene by analyzing one or more 2D images or video frames. Depth perception is critical for applications such as robotics, autonomous ... -
Analysis of infrared thermal images for the study of diabetic foot disease
(Universitat Politècnica de Catalunya, 2024-02-07)
Master thesis
Open Access
Covenantee: IDIAPJGol / Institut d'Investigació Biomèdica de BellvitgeThe diabetic foot (DF) poses a significant health risk, demanding improved screening methods in primary care settings to prevent injuries and amputations. Infrared thermal images (IRT) has shown in initial studies to be a ... -
Analysis of the dynamics of gray matter reduction in Alzheimers disease
(Universitat Politècnica de Catalunya, 2016-05-13)
Bachelor thesis
Open AccessThis project attempts to study the cerebral atrophy patterns in gray matter across the different stages of the Alzheimer’s Disease (AD), or more specifically, along the entire AD continuum, in a voxelwise approach. To this ... -
Area of Interest Identification Using Ci cle Hough Transform and Outlier Removal for ELISpot and FluoroSpot Images
(Universitat Politècnica de Catalunya, 2019-06)
Bachelor thesis
Restricted access - author's decision -
Automatic fruit classification using deep learning.
(Universitat Politècnica de Catalunya, 2018-05)
Bachelor thesis
Open AccessTo achieve greater efficiency at harvesting tasks, the mechanization of such task is unavoidable. Apart from the mechanical aspects, the harvesting systems needs software that can locate the fruit to be harvested. The use ... -
Automatic registration of breast cancer tissue
(Universitat Politècnica de Catalunya, 2024-07-11)
Master thesis
Open AccessThis Masters thesis explores the development of a Python application designed to perform registration and overlap of breast cancer histopathological images with different stains, such as HE, HER2, PR, KI67, and ER. The ... -
Automatic ventricle segmentation using CNNs in cardiac MRI
(Universitat Politècnica de Catalunya, 2019-01-24)
Bachelor thesis
Open Access
Covenantee: University of AucklandCardiac magnetic resonance imaging has been proven to be a great aid tool in clinical diagnosis. Computational models arising from these images have been developed for many years by engineers, radiologists and clinicians. ... -
Brain Age Prediction from Structural Magnetic Resonance Imaging using Deep Learning
(Universitat Politècnica de Catalunya, 2023-07-07)
Master thesis
Open AccessBrain-age delta, a biomarker based on the brain-age prediction from neuroimaging data, has garnered significant attention in recent years. In this project, a deep learning model for brain age prediction is going to be ... -
Brain lesion segmentation using Convolutional Neuronal Networks
(Universitat Politècnica de Catalunya, 2018-05)
Bachelor thesis
Open AccessConvolutional neural networks (CNN) are powerful tools for learning representations from im-ages. They are being used in a large range of applications, being the state-of-the art in manycomputer vision tasks. In this work, ... -
Capture module for IP Elphel 353 cameras. Evaluation of performance
(Universitat Politècnica de Catalunya, 2013-06-25)
Bachelor thesis
Open AccessThis project's main objective is to evaluate the performance of the capture made by Elphel 353 camera. The assessment will serve as a starting point for the integration of these cameras in the new Smart room built in the ... -
Clasificación de imágenes dematoscópicas utilizando redes neuronales convolucionales e información de metadatos
(Universitat Politècnica de Catalunya, 2019-06)
Bachelor thesis
Open AccessConvolutional Neural Networks (CNNs) is a technology that is evolving very quickly. The CNNs are used in image recognition to improve the computer vision systems in image classification, object detection and segmentation ... -
Clasificación de imágenes histológicas mediante redes neuronales convolucionales
(Universitat Politècnica de Catalunya, 2018-05)
Bachelor thesis
Open AccessNowadays, one of the most important goals in the field of medicine, is to be able to develop some kind of system that helps to automate the classification and detection of different cancer pathologies in tissue images. ... -
Clasificación de lesiones en la piel con un ensemble de redes neuronales residuales
(Universitat Politècnica de Catalunya, 2019-06)
Bachelor thesis
Open AccessConvolutional Neural Networks have gained popularity in the recent years due to their performance regarding image analysis, both in classification and segmentation. Especially in the medical field, it is increasingly common ... -
Classification of subjects with psychiatric disorders using deep learning and identification of relevant features in the data
(Universitat Politècnica de Catalunya, 2018-07)
Master thesis
Restricted access - confidentiality agreement -
Co-saliency detection based on hierarchical segmentation
(Universitat Politècnica de Catalunya, 2014-07-24)
Bachelor thesis
Open Access[ANGLÈS] The aim of this project has been to create a co-saliency detection algorithm for image pairs based on hierarchical segmentation of those images. As hierarchical segmentation allows multi-scale object representation, ... -
Combinar imágenes y hábitos musicales para mejorar los sistemas de recomendación de música
(Universitat Politècnica de Catalunya, 2015-05)
Bachelor thesis
Open Access[ANGLÈS] With this research we have tried to improve music recommendations during the so-called cold start problem, i.e when a new user registers to a recommender system service, the system doesn't know his taste and cannot ... -
Comparative evaluation of methods for hippocampal subfield segmentation
(Universitat Politècnica de Catalunya, 2019-07)
Master thesis
Restricted access - confidentiality agreement -
Compressed Color Image Enhancement with CNN
(Universitat Politècnica de Catalunya, 2019-07)
Bachelor thesis
Open AccessJPEG is a widely used lossy compression method for digital images. For high levels of compression, JPEG introduces undesired artifacts, like ringing or blocking effects, that affect negatively to the visual quality of ... -
Computer vision tools for the automatic evaluation of collagen VI deficiencies
(Universitat Politècnica de Catalunya, 2022-01-24)
Master thesis
Open AccessDeficiencies in the structure of collagen VI are a common cause of neuromuscular diseases. Such diseases typically require assisted ventilation and result in a severely reduced life expectancy. Collagen VI structural defects ...